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Types of Data Analysis in Data Analytics

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Types of Data Analysis in Data Analytics

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Questions and Answers

What does data analytics involve?

Drawing conclusions about information contained in data sets (correct)

Performing experiments to gather data

Creating visualizations of data sets

Recording data for future use

Which type of analysis involves numerical data?

Qualitative Analysis

Comparative Analysis

Descriptive Analysis

Quantitative Analysis (correct)

What is the main focus of qualitative analysis?

Analyzing numerical values

Describing data through numerical values (correct)

Analyzing data that is categorical in nature

Gathering large amounts of data

Which of the following is not a principle summarized under qualitative analysis?

Analyze things (B) Signup and view all the answers

In quantitative analysis, what does 'data dispersion' refer to?

The spread of values in a dataset (A) Signup and view all the answers

Which type of analysis involves descriptive statistics such as mean and median?

Quantitative Analysis (D) Signup and view all the answers

What is the emphasis in qualitative analysis?

Quality (D) Signup and view all the answers

Which type of data analysis involves descriptions like color, smell, and taste?

'Qualitative' Analysis (C) Signup and view all the answers

'Regression analysis' is typically associated with which type of data analysis?

'Quantitative' Analysis (D) Signup and view all the answers

'Analysis of relationships between variables' is a part of which type of analysis?

'Quantitative' Analysis (C) Signup and view all the answers